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Tensorflow 2 & Keras: Deep Learning & Artificial Intelligence

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English

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2.72 GB

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25f9cf126ad10c1f0e871bf13cefc02bbc780639

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30-05-2021 06:25

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[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/1. Installation and Colab/1. Google Colab Introduction.mp4	14.91 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/1. Installation and Colab/1. Google Colab Introduction.srt	6.02 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/1. Installation and Colab/2. Anaconda Installation.mp4	33.80 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/1. Installation and Colab/2. Anaconda Installation.srt	8.14 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/1. Installation and Colab/3. Jupyter Notebook.mp4	13.99 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/1. Installation and Colab/3. Jupyter Notebook.srt	5.09 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/10. Generative Deep Learning/1. Neural Style Transfer.mp4	32.92 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/10. Generative Deep Learning/1. Neural Style Transfer.srt	6.39 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/10. Generative Deep Learning/2. Neural Style Transfer Implementation part 1.mp4	87.89 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/10. Generative Deep Learning/2. Neural Style Transfer Implementation part 1.srt	15.78 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/10. Generative Deep Learning/2.1 Neural_Style_Transfer.ipynb	25.85 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/10. Generative Deep Learning/3. Neural Style Transfer Implementation part 2.mp4	76.32 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/10. Generative Deep Learning/3. Neural Style Transfer Implementation part 2.srt	11.98 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/1. Python for Data Analysis- Numpy.mp4	56.39 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/1. Python for Data Analysis- Numpy.srt	18.30 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/10. Matplotlib Histogram.mp4	15.65 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/10. Matplotlib Histogram.srt	3.77 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/11. Matplotlib Scatter Plot.mp4	18.90 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/11. Matplotlib Scatter Plot.srt	5.92 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/12. Matplotlib Area Plot.mp4	16.18 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/12. Matplotlib Area Plot.srt	4.31 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/13. Matplotlib Pie Chart.mp4	9.77 MB
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[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/14. Matplotlib Subplots.mp4	12.70 MB
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[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/2. Pandas Series.mp4	49.45 MB
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[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/3. Pandas DataFrames.mp4	44.53 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/3. Pandas DataFrames.srt	11.47 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/4. Grouping and Filtering.mp4	35.37 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/4. Grouping and Filtering.srt	9.33 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/5. Slicing and Sorting.mp4	26.86 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/5. Slicing and Sorting.srt	7.65 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/6. Pandas Missing Values.mp4	47.88 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/6. Pandas Missing Values.srt	11.69 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/7. Pandas Aggregation Functions.mp4	29.50 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/7. Pandas Aggregation Functions.srt	7.98 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/8. Matplotlib Introduction.mp4	45.52 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/8. Matplotlib Introduction.srt	13.67 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/9. Matplotlib Bar Graphs.mp4	24.94 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/11. Crash Course on Data Science Libraries/9. Matplotlib Bar Graphs.srt	5.71 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/2. Crash course on Machine Learning/1. Concept of Machine Learning.mp4	44.62 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/2. Crash course on Machine Learning/1. Concept of Machine Learning.srt	11.38 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/2. Crash course on Machine Learning/2. What is Supervised Machine Learning and Linear Regression Algorithm.mp4	42.02 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/2. Crash course on Machine Learning/2. What is Supervised Machine Learning and Linear Regression Algorithm.srt	8.51 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/2. Crash course on Machine Learning/3. What is UnSupervised Machine Learning.mp4	47.17 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/2. Crash course on Machine Learning/3. What is UnSupervised Machine Learning.srt	11.03 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/1. Describe Artificial Intelligence and Machine Learning and Deep Learning.mp4	20.77 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/1. Describe Artificial Intelligence and Machine Learning and Deep Learning.srt	4.91 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/10. Tensorflow Introduction.mp4	44.44 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/10. Tensorflow Introduction.srt	14.23 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/11. Eager Execution.mp4	18.86 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/11. Eager Execution.srt	6.10 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/2. Introduction to Neural Network.mp4	67.09 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/2. Introduction to Neural Network.srt	20.51 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/3. Types of Classification Problem.mp4	28.89 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/3. Types of Classification Problem.srt	10.23 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/4. Activation Function part 1.mp4	46.90 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/4. Activation Function part 1.srt	19.82 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/5. Activation Function part 2.mp4	37.06 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/5. Activation Function part 2.srt	15.17 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/6. Forward Propogation.mp4	24.95 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/6. Forward Propogation.srt	7.78 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/7. Back Propogation.mp4	33.45 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/7. Back Propogation.srt	8.37 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/8. Chain Rule.mp4	24.54 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/8. Chain Rule.srt	7.99 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/9. Gradient Descent.mp4	60.89 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/3. Neural Network and Tensorflow/9. Gradient Descent.srt	12.53 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/1. What is Keras.mp4	27.46 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/1. What is Keras.srt	6.09 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/2. CIFAR 10.mp4	59.35 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/2. CIFAR 10.srt	14.90 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/3. Fashion MNIST Part 1.mp4	66.57 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/3. Fashion MNIST Part 1.srt	15.92 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/3.1 Fashion_MNIST.ipynb	328.08 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/4. Fashion MNIST Part 2.mp4	65.42 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/4. Fashion MNIST Part 2.srt	13.60 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/5. Fashion MNIST Part 3.mp4	61.63 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/4. Keras/5. Fashion MNIST Part 3.srt	14.66 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/1. What is CNN.mp4	24.68 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/1. What is CNN.srt	8.33 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/2. Working of CNN.mp4	51.20 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/2. Working of CNN.srt	17.47 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/3. MNIST digit classification.mp4	69.09 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/3. MNIST digit classification.srt	17.19 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/3.1 mnist_digits.ipynb	131.81 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/4. cat dog classification.mp4	79.59 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/4. cat dog classification.srt	16.39 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/4.1 Copy_of_CNN_DOG_CAT_Colab.ipynb	3.18 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/5. cat dog classification 2.mp4	55.42 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/5. cat dog classification 2.srt	11.42 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/6. facial expression recognition 1.mp4	83.59 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/6. facial expression recognition 1.srt	18.00 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/7. facial expression recognition 2.mp4	34.74 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/7. facial expression recognition 2.srt	5.84 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/7.1 Copy_of_Facial_Expression_Training.ipynb	535.69 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/8. leaf diseases 1.mp4	73.98 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/8. leaf diseases 1.srt	14.77 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/9. leaf diseases 2.mp4	40.68 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/5. CNN Neural Network/9. leaf diseases 2.srt	9.08 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/1. RNN INTRODUCTION.mp4	55.81 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/1. RNN INTRODUCTION.srt	18.53 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/2. LSTM.mp4	38.73 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/2. LSTM.srt	13.15 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/3. Text classification.mp4	71.53 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/3. Text classification.srt	17.70 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/4. practical approach to word embedding.mp4	38.14 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/4. practical approach to word embedding.srt	12.18 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/5. Bidirectional neural network.mp4	19.99 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/6. RNN/5. Bidirectional neural network.srt	5.20 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/7. Autoencoders/1. Introduction to Autoencoders.mp4	71.44 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/7. Autoencoders/1. Introduction to Autoencoders.srt	18.67 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/7. Autoencoders/2. implementation of autoencoder.mp4	65.71 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/7. Autoencoders/2. implementation of autoencoder.srt	15.97 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/7. Autoencoders/2.1 Autoencoder_Sukanya.ipynb	170.18 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/8. Transfer Learning/1. CNN Transfer Learning.mp4	80.69 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/8. Transfer Learning/1. CNN Transfer Learning.srt	18.60 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/8. Transfer Learning/2. Data Augmentation.mp4	97.37 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/8. Transfer Learning/2. Data Augmentation.srt	21.38 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/9. GAN/1. What is GANs.mp4	44.30 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/9. GAN/1. What is GANs.srt	15.87 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/9. GAN/2. DCGAN INTRODUCTION.mp4	32.00 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/9. GAN/2. DCGAN INTRODUCTION.srt	6.83 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/9. GAN/3. DCGAN Project.mp4	86.74 MB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/9. GAN/3. DCGAN Project.srt	17.27 kB
[TutsNode.com] - Tensorflow 2 & KerasDeep Learning & Artificial Intelligence/9. GAN/3.1 DCGAN.ipynb	214.37 kB

Description

Description

Welcome to Deep Learning and Artificial Intelligence with Tensorflow 2 and Keras API Course.

This course includes how to work with tensorflow 2 and creates Deep Learning applications with tensorflow 2 and Keras.

This course guide you how to work with google colab, all the hands on work done in google colab.

Many Projects included in this course like MNIST Digits Classification, MNIST Fashion data classification, Cat and Dog images Classification, Facial Expression Recognition, Leaf disease recognition, Generate Images with DCGANs(Deep Convolutional Generative Adversarial Networks) with Keras, Denoising autoencoders with Keras, TensorFlow, and Deep Learning etc.

Generative Deep Learning – Neural Style Transfer also included in this course.

For every lecture reference notes and code file is attached in this course.

Tensorflow is an open source machine library, and is one of the most widely used frameworks for deep learning.

Google released a new version of their TensorFlow deep learning library (TensorFlow 2) that integrated the Keras API directly and promoted this interface as the default or standard interface for deep learning development on the platform.

This course includes various topics –

Complete Understanding of TensorFlow 2.0 (Google’s Deep Learning Framework)from the Scratch
Keras API to quickly build models that run on Tensorflow 2
Learn How Neural Network works
Understand Backpropagation, Forward Propogation, Gradient Descent
Artificial Neural Networks (ANNs)
Convolutional Neural Networks (CNNs)
Perform Image Classification with Convolutional Neural Networks
Image Recognition
Recurrent Neural Networks (RNNs)
Transfer Learning
Create Generative Adversarial Networks (GANs) with TensorFlow
Autoencoders
Introduction to Natural Language Processing
Data Analysis with Numpy, Pandas and Data Visualization with Matplotlib

Who this course is for:

Anyone Passionate about Deep Learning and Artificial Intelligence
Python Developer curious about Deep Learning and Tensorflow

Requirements

Understanding of Python coding

Last Updated 5/2021